CoSupport AI
What is turbopuffer?
turbopuffer is a serverless vector and full-text search engine designed from first principles on object storage. It provides a fast, scalable and cost effective solution, making it significantly cheaper compared to traditional systems.
The system architecture integrates a Memory/SSD Cache with Object Storage (S3), enabling efficient handling of large datasets. It is capable of managing 125B+ documents and processing 6K+ queries per second, and offers both vector search and full-text search functionalities.
Features
- Vector Search: Supports high-dimensional vector search (768 dims, 1M docs).
- Full-Text Search: Implements BM25 for efficient full-text search (1M docs).
- Query Latency: Offers low latency for both warm (p50: 16ms) and cold (p50: 402ms) namespaces.
- Scalability: Capable of handling over 125 billion documents and more than 6,000 queries per second.
- Cost Efficiency: Reduces search costs by up to 10 times compared to traditional solutions.
- High Write Rate: Supports a global write rate of 200,000 documents per second.
- High Dimentions: Supports upto 10,752 dimentions.
- Namespaces: Can manage over 5 million namespaces.
Use Cases
- Large-scale document retrieval
- Semantic search applications
- Real-time data analysis
- Content recommendation systems
- E-commerce product search
FAQs
-
Is turbopuffer production quality?
Yes, turbopuffer is production quality. We have powered production applications since November '23 at 99.99% uptime. We host billions of production vectors at thousands of writes per second. We maintain SOC2 Type 2 certification and HIPAA compliance.
Related Queries
Helpful for people in the following professions
Featured Tools
Join Our Newsletter
Stay updated with the latest AI tools, news, and offers by subscribing to our weekly newsletter.
